Image Clustering using Color, Texture and Shape Features.
Azzam SleitAbdel Latif Abu DalhoumMohammad QatawnehMaryam Al-ShariefRawa'a Al-JabalyOla KarajehPublished in: KSII Trans. Internet Inf. Syst. (2011)
Keyphrases
- texture and shape features
- image data
- image regions
- image pixels
- image content
- color correction
- input image
- image features
- single image
- multiscale
- pixel values
- target images
- gray scale images
- color features
- ccd camera
- gradient information
- image retrieval
- region of interest
- image collections
- image representation
- clustering algorithm
- image segmentation
- visual appearance
- image analysis
- foreground and background
- color channels
- neighboring pixels
- gray level images
- feature points
- high resolution
- test images
- spatial information
- spatial color
- clustering method
- visual effects
- color quantization
- image classification
- color segmentation
- k means
- database
- color histogram
- color constancy
- color images
- similar objects
- homogeneous regions
- color space
- images of natural scenes
- outdoor scenes